{"id":"W2164570796","doi":"10.22605/rrh2061","title":"Rural nursing education: a photovoice perspective","year":2012,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Photovoice; Nursing; Workforce; Nurse education; Rural area; Rural health; Medicine; Nursing research; Health care; Political science; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133881,0.00007682406,0.0001390949,0.00005686277,0.0008951058,0.00004301486,0.00008518256,0.00005366355,0.00007324953],"category_scores_gemma":[0.0004282442,0.00006483543,0.00003243113,0.0002514469,0.000390462,0.0002880849,0.00001905235,0.0001779754,0.00003829354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006215593,"about_ca_system_score_gemma":0.001175167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729604,"about_ca_topic_score_gemma":0.0003404328,"domain_scores_codex":[0.9977899,0.0009768008,0.0001295419,0.00009959783,0.0003164744,0.0006877495],"domain_scores_gemma":[0.9988519,0.0001427047,0.00005941261,0.00009339377,0.0000987439,0.0007538581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000334124,0.0002394443,0.002667935,0.00003367878,0.000009759019,2.381995e-7,0.1424883,9.556184e-8,0.0002830829,0.09727239,0.001952726,0.7550189],"study_design_scores_gemma":[0.0005066726,0.0003117838,0.1645577,0.0008532337,0.00002093433,0.00002861326,0.6527615,0.0002520336,0.0003069924,0.03579999,0.1440938,0.0005067738],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.810441,0.01487871,0.0005254543,0.03758643,0.001485969,0.0007502772,0.000003584785,0.0001325011,0.1341961],"genre_scores_gemma":[0.9908748,0.001240679,0.003589344,0.0007616634,0.001070666,0.000003149218,0.00000101419,0.000008387411,0.002450279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7545121,"threshold_uncertainty_score":0.9892479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3857737484582585,"score_gpt":0.6514342883374139,"score_spread":0.2656605398791554,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}